DocumentCode
3776555
Title
Empirical evaluation of hybrid filtering: An approach for speech enhancement
Author
Rohini R. Mergu;Shantanu K. Dixit
Author_Institution
WIT, Solapur
fYear
2015
Firstpage
139
Lastpage
144
Abstract
The speech enhancement technique used in this paper improves the quality of noisy speech. Speech is corrupted by different background noises hence quality of speech is degraded. The approach used in this paper enhances quality of speech using wiener filter. The combination of two dimensional and one dimensional wiener filter named hybrid wiener filter improves quality of noisy speech. The approach shown in this paper for speech enhancement shows that speech enhancement is transform dependent. This is presented in this paper by applying hybrid filter to transformed speech using DFT, DCT and DWT. The validation that hybrid filtering and transform domain dependency is presented using different objective quality measures.
Keywords
"Speech","Speech enhancement","Wiener filters","Discrete wavelet transforms","Filtering","Discrete Fourier transforms"
Publisher
ieee
Conference_Titel
Information Processing (ICIP), 2015 International Conference on
Type
conf
DOI
10.1109/INFOP.2015.7489366
Filename
7489366
Link To Document